Most people realize they are pregnant somewhere between four and 12 weeks into a pregnancy. However, according to The Cleveland Clinic, 1 in 475 pregnancies go unnoticed until 20 weeks into pregnancy, and 1 in 2,500 pregnancies go unnoticed until the baby is delivered.